The genetic architecture of complex traits — including SUDs — is mainly characterized by two phenomena: polygenicity (cumulative contribution of thousands of risk alleles with very small individual effects)73 and pleiotropy (risk alleles are shared across human diseases and traits)74. Below, we review how different methods have advanced our understanding of the polygenicity and pleiotropy of SUDs.